{"id":"https://openalex.org/W4411171782","doi":"https://doi.org/10.1109/jstars.2025.3578536","title":"An Advanced Approach Toward Pedestrian Safety Analysis and Prediction: Advances in Multisensor Data Fusion and GIS Techniques","display_name":"An Advanced Approach Toward Pedestrian Safety Analysis and Prediction: Advances in Multisensor Data Fusion and GIS Techniques","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411171782","doi":"https://doi.org/10.1109/jstars.2025.3578536"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3578536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3578536","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2025.3578536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jie Tang","orcid":"https://orcid.org/0009-0005-6486-0389"},"institutions":[{"id":"https://openalex.org/I4210087590","display_name":"Huzhou Vocational and Technical College","ror":"https://ror.org/002hfez23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210087590"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Tang","raw_affiliation_strings":["School of Economic Management and E-commerce, Huzhou Vocational and Technical College, Huzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-6486-0389","affiliations":[{"raw_affiliation_string":"School of Economic Management and E-commerce, Huzhou Vocational and Technical College, Huzhou, China","institution_ids":["https://openalex.org/I4210087590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083121144","display_name":"Asad Khan","orcid":"https://orcid.org/0000-0002-1261-0418"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Asad Khan","raw_affiliation_strings":["Metaverse Research Institute, School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1261-0418","affiliations":[{"raw_affiliation_string":"Metaverse Research Institute, School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103011134","display_name":"Sheheryar Azam","orcid":"https://orcid.org/0000-0002-6929-0769"},"institutions":[{"id":"https://openalex.org/I55060895","display_name":"University of Greenwich","ror":"https://ror.org/00bmj0a71","country_code":"GB","type":"education","lineage":["https://openalex.org/I55060895"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sheheryar Azam","raw_affiliation_strings":["School of Engineering, Faculty of Engineering and Science, University of Greenwich, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Faculty of Engineering and Science, University of Greenwich, London, U.K","institution_ids":["https://openalex.org/I55060895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072357069","display_name":"Umer Khalil","orcid":"https://orcid.org/0000-0002-1095-3169"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Umer Khalil","raw_affiliation_strings":["ITC Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1095-3169","affiliations":[{"raw_affiliation_string":"ITC Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087839881","display_name":"Nuaman Ejaz","orcid":"https://orcid.org/0000-0001-9614-2318"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuaman Ejaz","raw_affiliation_strings":["State Key Laboratory of Hydroscience and Engineering, Department of Hydraulic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9614-2318","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Hydroscience and Engineering, Department of Hydraulic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586914","display_name":"Muhammad Afzal","orcid":"https://orcid.org/0009-0003-4102-8421"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Afzal","raw_affiliation_strings":["State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030348316","display_name":"Yahia Said","orcid":"https://orcid.org/0000-0003-0613-4037"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yahia Said","raw_affiliation_strings":["Center for Scientific Research and Entrepreneurship, Northern Border University, Arar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0613-4037","affiliations":[{"raw_affiliation_string":"Center for Scientific Research and Entrepreneurship, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023424496","display_name":"Dmitry E. Kucher","orcid":"https://orcid.org/0000-0002-7919-3487"},"institutions":[{"id":"https://openalex.org/I126527374","display_name":"Peoples' Friendship University of Russia","ror":"https://ror.org/02dn9h927","country_code":"RU","type":"education","lineage":["https://openalex.org/I126527374"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry E. Kucher","raw_affiliation_strings":["Department of Environmental Management, Institute of Environmental Engineering, RUDN University, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7919-3487","affiliations":[{"raw_affiliation_string":"Department of Environmental Management, Institute of Environmental Engineering, RUDN University, Moscow, Russia","institution_ids":["https://openalex.org/I126527374"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210087590"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11413043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"15185","last_page":"15197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.727706253528595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6413490772247314},{"id":"https://openalex.org/keywords/pedestrian","display_name":"Pedestrian","score":0.5808900594711304},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.430631548166275},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.42809468507766724},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41840028762817383},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3863484859466553},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.2731400728225708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22304287552833557},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.21078422665596008},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1913951337337494},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10004821419715881},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08991807699203491}],"concepts":[{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.727706253528595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6413490772247314},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.5808900594711304},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.430631548166275},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.42809468507766724},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41840028762817383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3863484859466553},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2731400728225708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22304287552833557},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.21078422665596008},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1913951337337494},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10004821419715881},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08991807699203491},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3578536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3578536","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a37fe31eab864b449b1d85fc6875d9c0","is_oa":true,"landing_page_url":"https://doaj.org/article/a37fe31eab864b449b1d85fc6875d9c0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 15185-15197 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3578536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3578536","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1530682740","https://openalex.org/W1969005134","https://openalex.org/W2028068954","https://openalex.org/W2038259312","https://openalex.org/W2040539777","https://openalex.org/W2043864789","https://openalex.org/W2045233237","https://openalex.org/W2067353226","https://openalex.org/W2068499326","https://openalex.org/W2075323474","https://openalex.org/W2105807315","https://openalex.org/W2114320854","https://openalex.org/W2261059368","https://openalex.org/W2314875772","https://openalex.org/W2566556479","https://openalex.org/W2612758347","https://openalex.org/W2740141093","https://openalex.org/W2800469141","https://openalex.org/W2890351024","https://openalex.org/W2914506313","https://openalex.org/W2954145282","https://openalex.org/W2963943323","https://openalex.org/W3000913664","https://openalex.org/W3011340359","https://openalex.org/W3011655579","https://openalex.org/W3022441826","https://openalex.org/W3030269884","https://openalex.org/W3099964416","https://openalex.org/W3107389599","https://openalex.org/W3158360589","https://openalex.org/W3184208048","https://openalex.org/W3189363471","https://openalex.org/W3198051793","https://openalex.org/W3199053934","https://openalex.org/W3205519586","https://openalex.org/W3215252950","https://openalex.org/W4205445007","https://openalex.org/W4224062710","https://openalex.org/W4229002088","https://openalex.org/W4293110358","https://openalex.org/W4309624975","https://openalex.org/W4316661017","https://openalex.org/W4318676935","https://openalex.org/W4323566618","https://openalex.org/W4381308717","https://openalex.org/W4386097891","https://openalex.org/W4386284175","https://openalex.org/W4388534530","https://openalex.org/W4390187312","https://openalex.org/W4391406997","https://openalex.org/W4391789646","https://openalex.org/W4394990152","https://openalex.org/W4399066941","https://openalex.org/W4399432978","https://openalex.org/W4400319453","https://openalex.org/W4400721184","https://openalex.org/W4400724586","https://openalex.org/W4401326305","https://openalex.org/W4401793159","https://openalex.org/W4402660665","https://openalex.org/W4402742711","https://openalex.org/W4403410444","https://openalex.org/W4405350962","https://openalex.org/W4405573463","https://openalex.org/W4405645105","https://openalex.org/W4408051603","https://openalex.org/W4408206896","https://openalex.org/W4408283761","https://openalex.org/W4408324339","https://openalex.org/W4408329082","https://openalex.org/W4408490531","https://openalex.org/W4408490733","https://openalex.org/W4408874576","https://openalex.org/W4409019066","https://openalex.org/W4409277391","https://openalex.org/W4409314763","https://openalex.org/W4409349015","https://openalex.org/W4409973181","https://openalex.org/W4410075642","https://openalex.org/W4410248499","https://openalex.org/W6670251811","https://openalex.org/W6754573523"],"related_works":["https://openalex.org/W2392100589","https://openalex.org/W2512789322","https://openalex.org/W3122828758","https://openalex.org/W2101960027","https://openalex.org/W4205958986","https://openalex.org/W2197846993","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"A":[0,174],"substantial":[1],"component":[2],"of":[3,32,47,68,77,109,149,179,210],"a":[4,29],"pedestrian":[5,12,20,33,69,78,228],"safety":[6,21,70,229],"assessment":[7,39],"is":[8,219],"classifying":[9],"and":[10,59,93,112,142,147,193,248],"ranking":[11,81],"collision":[13],"regions.":[14],"This":[15,217],"research":[16,49],"focuses":[17,50],"on":[18,41,51,213],"two":[19],"levels":[22],"that":[23,62,223],"initially":[24],"identified":[25],"the":[26,37,42,73,101,107,116,125,131,140,150,157,166,177,186,191,200,205,208,243],"zones":[27,245],"accumulating":[28],"high":[30],"density":[31,209],"crashes,":[34],"followed":[35],"by":[36,130,144,199],"zonal":[38],"based":[40,212],"crash":[43,53,79,120],"severity.":[44],"The":[45,75,119,152,196],"framework":[46,102],"this":[48,104],"identifying":[52,242],"hotspots":[54],"with":[55,207,236],"three":[56,83],"separate":[57],"methods":[58],"comparing":[60],"results":[61,197],"allow":[63],"recommendations":[64],"for":[65,103,133,188,190],"further":[66],"development":[67],"measures":[71],"in":[72,241],"future.":[74],"application":[76],"zone":[80],"using":[82,106],"methods,":[84],"namely":[85],"Kernel":[86],"Density":[87],"Estimation":[88],"(KDE),":[89],"Kriging":[90],"Interpolation":[91],"(KI),":[92],"Hotspot":[94],"Analysis":[95],"(HA),":[96],"has":[97],"been":[98],"described":[99],"within":[100],"study":[105,117,218],"city":[108],"London's":[110],"central":[111],"western":[113],"ends":[114],"as":[115],"area.":[118],"data":[121,127,136,154,161,168,181],"was":[122,182],"obtained":[123,198],"from":[124,139,162,246],"hidden":[126],"handles":[128],"provided":[129],"Transport":[132],"London":[134],"(TfL)":[135],"extraction":[137],"tool":[138],"website":[141],"filtered":[143],"severity,":[145],"type,":[146],"coordinates":[148],"incidents.":[151],"detailed":[153],"files":[155,169],"included":[156],"past":[158],"5":[159],"years'":[160],"2016":[163],"to":[164],"2020;":[165],"2021":[167],"are":[170],"still":[171],"being":[172],"published.":[173],"semi-variogram":[175],"showing":[176],"correlation":[178],"input":[180,215],"developed,":[183],"which":[184],"determines":[185],"criteria":[187],"clustering":[189],"KI":[192,247],"KDE":[194,201,249],"methods.":[195],"method":[202],"visually":[203],"represent":[204],"areas":[206],"accidents":[211],"address-match":[214],"only.":[216],"an":[220],"experimental":[221],"approach":[222],"can":[224,238],"help":[225],"policymakers":[226],"form":[227],"policies.":[230],"Moreover,":[231],"future":[232],"automation":[233],"processes":[234],"integrated":[235],"GIS":[237],"reduce":[239],"subjectivity":[240],"hotspot":[244],"maps.":[250]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}